What is the difference between quality control based on Inspection and Variation Reduction? Inspection refers to the manufacturing operations based on Attribute Data (Pass/Fail). Current manufacturing operations are focused mainly on Pass/Fail inspections. Much of variable data is measured, but the data is converted to attribute data for Pass/Fail inspection.